Updated: Aug 18, 2026
conceptDownload
1 variant available
bf16 SafeTensor
math_formulas-v3R32A16-step00001200.safetensors
BF16, good balance • 87.6 MB
Verified: 3 days ago
1540 1 2 3 4 5 6 7 8 90 1 2 3 4 5 6 7 8 90 1 2 3 4 5 6 7 8 9
460 1 2 3 4 5 6 7 8 90 1 2 3 4 5 6 7 8 9
530 1 2 3 4 5 6 7 8 90 1 2 3 4 5 6 7 8 9
(21)
Aug 18, 2026

1.3K0 1 2 3 4 5 6 7 8 9.0 1 2 3 4 5 6 7 8 9K
5.7K0 1 2 3 4 5 6 7 8 9.0 1 2 3 4 5 6 7 8 9K
License:
AnimaThe Anima Model is licensed by CircleStone Labs LLC. Copyright CircleStone Labs LLC. IN NO EVENT SHALL CIRCLESTONE LABS LLC BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH USE OF THIS MODEL.
Built on NVIDIA Cosmos
While it is possible to create the effect of mathematical formulas floating around a character using only the basic Anima tags, the rendering was weak, and there was the inconvenience of the formulas barely being drawn when using Turbo Lora.
Because of this, I went so far as to exaggerate the effect to make the screen completely filled with equations.
After several experiments, I raised the Lora Rank to 32, which significantly increased the file size; however, if the value is lowered, the image becomes so blurry that nothing is recognizable when using Turbo Lora. For more detailed rendering, it would likely be better to input text directly or use an image editing program.
(I have also uploaded an image sample that does not use Turbo Lora. The image featuring 2B is one such example.)
Although I created this with 'floating equations' in mind, it can be used for other purposes as well.
Unfortunately, when used with Turbo Lora, increasing the weight does not make the text sharper. Instead, the density of the equations changes depending on the weight. If you do not want to obscure details such as the character's face, please use a weight of around 0.5 to 0.6.

